As an example, the Manhattan plot in Fig. 4a shows that such GWAS for body mass index (BMI) predicted from cross-modal embeddings identifies the gene FTO, which is known to have an effect on BMI and obesity risk41,42. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.